Evaluation, Testing and Optimization at Scale

Proving and improving Claude solutions: evaluation strategy, benchmarks, A/B tests, optimization of quality, latency and cost.

CLA-403 12 lessons planned ▶ Video lessons coming soon

Offered by HSM University · Claude Certification Prep

Course content

  1. 1Evaluation strategy for enterprisesComing
  2. 2Defining success metricsComing
  3. 3Building and maintaining evaluation suitesComing
  4. 4Model-graded evaluation at scaleComing
  5. 5A/B testing models and promptsComing
  6. 6Optimizing qualityComing
  7. 7Optimizing latencyComing
  8. 8Optimizing costComing
  9. 9Migrating between model versionsComing
  10. 10Monitoring quality in productionComing
  11. 11Reporting results to stakeholdersComing
  12. 12Scenario: an evaluation program for a support assistantComing

Requirements

Recommended background. You can start any course at any time.

Description

Proving and improving Claude solutions: evaluation strategy, benchmarks, A/B tests, optimization of quality, latency and cost.